Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.201384 0.223380 0.247654 0.276589 0.310353 0.348765 0.396143
2025-02-16 0.166446 0.196388 0.232432 0.279722 0.341216 0.420063 0.531541
2025-02-23 0.143017 0.176029 0.218260 0.277686 0.361651 0.480248 0.668934
2025-03-02 0.122985 0.155825 0.199651 0.264504 0.361979 0.510415 0.770603
2025-03-09 0.111054 0.144266 0.190253 0.261433 0.374678 0.559959 0.917838
2025-03-16 0.102286 0.135760 0.183623 0.260726 0.389929 0.616141 1.097216
2025-03-23 0.095649 0.129414 0.179112 0.262170 0.408339 0.681733 1.323300
2025-03-30 0.086870 0.119029 0.167277 0.249931 0.400357 0.695118 1.438747
2025-04-06 0.079847 0.110658 0.157696 0.240128 0.394923 0.712022 1.571324
2025-04-13 0.074137 0.103830 0.149900 0.232374 0.391943 0.733251 1.727313
2025-04-20 0.071636 0.101756 0.149523 0.237572 0.415174 0.819291 2.130337
2025-04-27 0.070145 0.101128 0.151410 0.247048 0.448962 0.941662 2.760531
2025-05-04 0.068183 0.099672 0.151897 0.254254 0.480203 1.071905 3.582981
2025-05-11 0.066399 0.098384 0.152578 0.262012 0.514801 1.227971 4.772607
2025-05-18 0.063521 0.095049 0.149308 0.261325 0.529103 1.329713 5.871212
2025-05-25 0.059350 0.089252 0.141125 0.249445 0.513054 1.325961 6.291616
2025-06-01 0.056753 0.086013 0.137409 0.246670 0.520240 1.407245 7.552972
2025-06-08 0.054645 0.083490 0.134822 0.246031 0.533080 1.516444 9.414063
2025-06-15 0.052944 0.081575 0.133222 0.247368 0.551750 1.659591 12.264725
2025-06-22 0.049877 0.077073 0.126362 0.236057 0.531943 1.632539 12.896571
2025-06-29 0.047269 0.073282 0.120677 0.226985 0.517493 1.625396 13.901609
2025-07-06 0.045043 0.070082 0.115971 0.219803 0.507704 1.637170 15.382789
2025-07-13 0.044278 0.069488 0.116343 0.224618 0.535729 1.845877 22.420960